Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 5851 |
| Missing cells | 576 |
| Missing cells (%) | 0.7% |
| Duplicate rows | 2 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 685.8 KiB |
| Average record size in memory | 120.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 8 |
locationcountry has constant value "US" | Constant |
| Dataset has 2 (< 0.1%) duplicate rows | Duplicates |
locationcity has a high cardinality: 971 distinct values | High cardinality |
vehiclemake has a high cardinality: 54 distinct values | High cardinality |
vehiclemodel has a high cardinality: 526 distinct values | High cardinality |
renterTripsTaken is highly correlated with reviewCount | High correlation |
reviewCount is highly correlated with renterTripsTaken | High correlation |
Mean is highly correlated with Median and 1 other fields | High correlation |
Median is highly correlated with Mean and 1 other fields | High correlation |
Stdev is highly correlated with Mean and 1 other fields | High correlation |
renterTripsTaken is highly correlated with reviewCount | High correlation |
reviewCount is highly correlated with renterTripsTaken | High correlation |
Mean is highly correlated with Median and 1 other fields | High correlation |
Median is highly correlated with Mean and 1 other fields | High correlation |
Stdev is highly correlated with Mean and 1 other fields | High correlation |
renterTripsTaken is highly correlated with reviewCount | High correlation |
reviewCount is highly correlated with renterTripsTaken | High correlation |
Mean is highly correlated with Median and 1 other fields | High correlation |
Median is highly correlated with Mean and 1 other fields | High correlation |
Stdev is highly correlated with Mean and 1 other fields | High correlation |
Mean is highly correlated with Median and 2 other fields | High correlation |
Median is highly correlated with Mean and 2 other fields | High correlation |
reviewCount is highly correlated with renterTripsTaken | High correlation |
ratedaily is highly correlated with vehiclemake | High correlation |
vehicletype is highly correlated with vehiclemake | High correlation |
renterTripsTaken is highly correlated with reviewCount | High correlation |
State_ab is highly correlated with Mean and 2 other fields | High correlation |
vehiclemake is highly correlated with ratedaily and 2 other fields | High correlation |
fuelType is highly correlated with vehiclemake | High correlation |
Stdev is highly correlated with Mean and 2 other fields | High correlation |
vehicletype is highly correlated with locationcountry | High correlation |
locationcountry is highly correlated with vehicletype and 3 other fields | High correlation |
State_ab is highly correlated with locationcountry | High correlation |
vehiclemake is highly correlated with locationcountry and 1 other fields | High correlation |
fuelType is highly correlated with locationcountry and 1 other fields | High correlation |
fuelType has 75 (1.3%) missing values | Missing |
rating has 501 (8.6%) missing values | Missing |
renterTripsTaken has 431 (7.4%) zeros | Zeros |
reviewCount has 501 (8.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-12 20:48:47.841235 |
|---|---|
| Analysis finished | 2021-10-12 20:49:02.310394 |
| Duration | 14.47 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.8 KiB |
| CA | |
|---|---|
| FL | |
| TX | |
| CO | 238 |
| NV | 233 |
| Other values (41) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 11702 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | WA |
|---|---|
| 2nd row | NM |
| 3rd row | NM |
| 4th row | NM |
| 5th row | NM |
Common Values
| Value | Count | Frequency (%) |
| CA | 966 | |
| FL | 836 | |
| TX | 499 | 8.5% |
| CO | 238 | 4.1% |
| NV | 233 | 4.0% |
| GA | 230 | 3.9% |
| AZ | 223 | 3.8% |
| NC | 219 | 3.7% |
| NJ | 211 | 3.6% |
| HI | 200 | 3.4% |
| Other values (36) | 1996 |
Length
| Value | Count | Frequency (%) |
| ca | 966 | |
| fl | 836 | |
| tx | 499 | 8.5% |
| co | 238 | 4.1% |
| nv | 233 | 4.0% |
| ga | 230 | 3.9% |
| az | 223 | 3.8% |
| nc | 219 | 3.7% |
| nj | 211 | 3.6% |
| hi | 200 | 3.4% |
| Other values (36) | 1996 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1984 | |
| C | 1506 | |
| L | 1032 | |
| N | 1001 | |
| T | 839 | 7.2% |
| F | 836 | 7.1% |
| O | 609 | 5.2% |
| I | 539 | 4.6% |
| X | 499 | 4.3% |
| M | 406 | 3.5% |
| Other values (14) | 2451 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 11702 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1984 | |
| C | 1506 | |
| L | 1032 | |
| N | 1001 | |
| T | 839 | 7.2% |
| F | 836 | 7.1% |
| O | 609 | 5.2% |
| I | 539 | 4.6% |
| X | 499 | 4.3% |
| M | 406 | 3.5% |
| Other values (14) | 2451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11702 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 1984 | |
| C | 1506 | |
| L | 1032 | |
| N | 1001 | |
| T | 839 | 7.2% |
| F | 836 | 7.1% |
| O | 609 | 5.2% |
| I | 539 | 4.6% |
| X | 499 | 4.3% |
| M | 406 | 3.5% |
| Other values (14) | 2451 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11702 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 1984 | |
| C | 1506 | |
| L | 1032 | |
| N | 1001 | |
| T | 839 | 7.2% |
| F | 836 | 7.1% |
| O | 609 | 5.2% |
| I | 539 | 4.6% |
| X | 499 | 4.3% |
| M | 406 | 3.5% |
| Other values (14) | 2451 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 75 |
| Missing (%) | 1.3% |
| Memory size | 45.8 KiB |
| GASOLINE | |
|---|---|
| ELECTRIC | |
| HYBRID | 274 |
| DIESEL | 70 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.880886427 |
| Min length | 6 |
Characters and Unicode
| Total characters | 45520 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ELECTRIC |
|---|---|
| 2nd row | ELECTRIC |
| 3rd row | HYBRID |
| 4th row | GASOLINE |
| 5th row | GASOLINE |
Common Values
| Value | Count | Frequency (%) |
| GASOLINE | 4810 | |
| ELECTRIC | 622 | 10.6% |
| HYBRID | 274 | 4.7% |
| DIESEL | 70 | 1.2% |
| (Missing) | 75 | 1.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| gasoline | 4810 | |
| electric | 622 | 10.8% |
| hybrid | 274 | 4.7% |
| diesel | 70 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 6194 | |
| I | 5776 | |
| L | 5502 | |
| S | 4880 | |
| G | 4810 | |
| A | 4810 | |
| O | 4810 | |
| N | 4810 | |
| C | 1244 | 2.7% |
| R | 896 | 2.0% |
| Other values (5) | 1788 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 45520 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 6194 | |
| I | 5776 | |
| L | 5502 | |
| S | 4880 | |
| G | 4810 | |
| A | 4810 | |
| O | 4810 | |
| N | 4810 | |
| C | 1244 | 2.7% |
| R | 896 | 2.0% |
| Other values (5) | 1788 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 45520 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 6194 | |
| I | 5776 | |
| L | 5502 | |
| S | 4880 | |
| G | 4810 | |
| A | 4810 | |
| O | 4810 | |
| N | 4810 | |
| C | 1244 | 2.7% |
| R | 896 | 2.0% |
| Other values (5) | 1788 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45520 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 6194 | |
| I | 5776 | |
| L | 5502 | |
| S | 4880 | |
| G | 4810 | |
| A | 4810 | |
| O | 4810 | |
| N | 4810 | |
| C | 1244 | 2.7% |
| R | 896 | 2.0% |
| Other values (5) | 1788 | 3.9% |
| Distinct | 80 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 501 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.920325234 |
| Minimum | 1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4.67 |
| Q1 | 4.9 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.182425257 |
|---|---|
| Coefficient of variation (CV) | 0.0370758534 |
| Kurtosis | 132.1368328 |
| Mean | 4.920325234 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -8.54633606 |
| Sum | 26323.74 |
| Variance | 0.03327897441 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 2800 | |
| 4.97 | 181 | 3.1% |
| 4.96 | 160 | 2.7% |
| 4.98 | 140 | 2.4% |
| 4.94 | 140 | 2.4% |
| 4.92 | 138 | 2.4% |
| 4.95 | 134 | 2.3% |
| 4.93 | 103 | 1.8% |
| 4.9 | 100 | 1.7% |
| 4.91 | 94 | 1.6% |
| Other values (70) | 1360 | |
| (Missing) | 501 | 8.6% |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 4 | 0.1% |
| 3.25 | 1 | < 0.1% |
| 3.5 | 3 | 0.1% |
| 3.56 | 1 | < 0.1% |
| 3.67 | 5 | 0.1% |
| 3.86 | 1 | < 0.1% |
| 4 | 23 |
| Value | Count | Frequency (%) |
| 5 | 2800 | |
| 4.99 | 71 | 1.2% |
| 4.98 | 140 | 2.4% |
| 4.97 | 181 | 3.1% |
| 4.96 | 160 | 2.7% |
| 4.95 | 134 | 2.3% |
| 4.94 | 140 | 2.4% |
| 4.93 | 103 | 1.8% |
| 4.92 | 138 | 2.4% |
| 4.91 | 94 | 1.6% |
renterTripsTaken
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 238 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.4773543 |
| Minimum | 0 |
|---|---|
| Maximum | 395 |
| Zeros | 431 |
| Zeros (%) | 7.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 18 |
| Q3 | 46 |
| 95-th percentile | 117 |
| Maximum | 395 |
| Range | 395 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 41.89895405 |
|---|---|
| Coefficient of variation (CV) | 1.25156109 |
| Kurtosis | 9.04885703 |
| Mean | 33.4773543 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 2.495920239 |
| Sum | 195876 |
| Variance | 1755.52235 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 431 | 7.4% |
| 1 | 292 | 5.0% |
| 3 | 214 | 3.7% |
| 2 | 212 | 3.6% |
| 4 | 173 | 3.0% |
| 5 | 162 | 2.8% |
| 6 | 144 | 2.5% |
| 7 | 142 | 2.4% |
| 9 | 138 | 2.4% |
| 8 | 122 | 2.1% |
| Other values (228) | 3821 |
| Value | Count | Frequency (%) |
| 0 | 431 | |
| 1 | 292 | |
| 2 | 212 | |
| 3 | 214 | |
| 4 | 173 | |
| 5 | 162 | 2.8% |
| 6 | 144 | 2.5% |
| 7 | 142 | 2.4% |
| 8 | 122 | 2.1% |
| 9 | 138 | 2.4% |
| Value | Count | Frequency (%) |
| 395 | 1 | |
| 370 | 1 | |
| 347 | 1 | |
| 346 | 1 | |
| 333 | 1 | |
| 325 | 1 | |
| 297 | 1 | |
| 296 | 1 | |
| 295 | 1 | |
| 292 | 1 |
reviewCount
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 203 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.45479405 |
| Minimum | 0 |
|---|---|
| Maximum | 321 |
| Zeros | 501 |
| Zeros (%) | 8.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 16 |
| Q3 | 39 |
| 95-th percentile | 99 |
| Maximum | 321 |
| Range | 321 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 35.13611334 |
|---|---|
| Coefficient of variation (CV) | 1.234804697 |
| Kurtosis | 7.769007665 |
| Mean | 28.45479405 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 2.350867079 |
| Sum | 166489 |
| Variance | 1234.54646 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 501 | 8.6% |
| 1 | 324 | 5.5% |
| 3 | 242 | 4.1% |
| 2 | 227 | 3.9% |
| 4 | 190 | 3.2% |
| 6 | 159 | 2.7% |
| 5 | 159 | 2.7% |
| 7 | 156 | 2.7% |
| 8 | 154 | 2.6% |
| 10 | 129 | 2.2% |
| Other values (193) | 3610 |
| Value | Count | Frequency (%) |
| 0 | 501 | |
| 1 | 324 | |
| 2 | 227 | |
| 3 | 242 | |
| 4 | 190 | 3.2% |
| 5 | 159 | 2.7% |
| 6 | 159 | 2.7% |
| 7 | 156 | 2.7% |
| 8 | 154 | 2.6% |
| 9 | 120 | 2.1% |
| Value | Count | Frequency (%) |
| 321 | 1 | |
| 285 | 1 | |
| 280 | 1 | |
| 262 | 1 | |
| 253 | 1 | |
| 248 | 1 | |
| 246 | 1 | |
| 243 | 1 | |
| 242 | 1 | |
| 237 | 1 |
| Distinct | 971 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.8 KiB |
| Las Vegas | 186 |
|---|---|
| Portland | 166 |
| San Diego | 163 |
| Phoenix | 137 |
| Orlando | 132 |
| Other values (966) |
Length
| Max length | 30 |
|---|---|
| Median length | 9 |
| Mean length | 8.970432405 |
| Min length | 4 |
Characters and Unicode
| Total characters | 52486 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 423 ? |
|---|---|
| Unique (%) | 7.2% |
Sample
| 1st row | Seattle |
|---|---|
| 2nd row | Tijeras |
| 3rd row | Albuquerque |
| 4th row | Albuquerque |
| 5th row | Albuquerque |
Common Values
| Value | Count | Frequency (%) |
| Las Vegas | 186 | 3.2% |
| Portland | 166 | 2.8% |
| San Diego | 163 | 2.8% |
| Phoenix | 137 | 2.3% |
| Orlando | 132 | 2.3% |
| Austin | 126 | 2.2% |
| Miami | 119 | 2.0% |
| Honolulu | 114 | 1.9% |
| Los Angeles | 111 | 1.9% |
| San Antonio | 96 | 1.6% |
| Other values (961) | 4501 |
Length
| Value | Count | Frequency (%) |
| san | 390 | 4.9% |
| city | 233 | 2.9% |
| las | 187 | 2.3% |
| vegas | 187 | 2.3% |
| portland | 167 | 2.1% |
| diego | 164 | 2.1% |
| beach | 151 | 1.9% |
| miami | 144 | 1.8% |
| phoenix | 137 | 1.7% |
| orlando | 134 | 1.7% |
| Other values (953) | 6094 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 5228 | 10.0% |
| e | 4542 | 8.7% |
| n | 4185 | 8.0% |
| o | 4049 | 7.7% |
| i | 3363 | 6.4% |
| l | 3277 | 6.2% |
| r | 2660 | 5.1% |
| t | 2635 | 5.0% |
| s | 2517 | 4.8% |
| 2152 | 4.1% | |
| Other values (46) | 17878 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42254 | |
| Uppercase Letter | 8047 | 15.3% |
| Space Separator | 2152 | 4.1% |
| Other Punctuation | 29 | 0.1% |
| Dash Punctuation | 3 | < 0.1% |
| Final Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 5228 | |
| e | 4542 | |
| n | 4185 | |
| o | 4049 | |
| i | 3363 | 8.0% |
| l | 3277 | 7.8% |
| r | 2660 | 6.3% |
| t | 2635 | 6.2% |
| s | 2517 | 6.0% |
| u | 1345 | 3.2% |
| Other values (16) | 8453 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 972 | |
| C | 776 | 9.6% |
| A | 709 | 8.8% |
| L | 637 | 7.9% |
| P | 621 | 7.7% |
| M | 620 | 7.7% |
| B | 476 | 5.9% |
| D | 433 | 5.4% |
| H | 368 | 4.6% |
| V | 283 | 3.5% |
| Other values (15) | 2152 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 24 | |
| ' | 5 | 17.2% |
Space Separator
| Value | Count | Frequency (%) |
| 2152 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50301 | |
| Common | 2185 | 4.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 5228 | 10.4% |
| e | 4542 | 9.0% |
| n | 4185 | 8.3% |
| o | 4049 | 8.0% |
| i | 3363 | 6.7% |
| l | 3277 | 6.5% |
| r | 2660 | 5.3% |
| t | 2635 | 5.2% |
| s | 2517 | 5.0% |
| u | 1345 | 2.7% |
| Other values (41) | 16500 |
Common
| Value | Count | Frequency (%) |
| 2152 | ||
| . | 24 | 1.1% |
| ' | 5 | 0.2% |
| - | 3 | 0.1% |
| ’ | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 52485 | |
| Punctuation | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 5228 | 10.0% |
| e | 4542 | 8.7% |
| n | 4185 | 8.0% |
| o | 4049 | 7.7% |
| i | 3363 | 6.4% |
| l | 3277 | 6.2% |
| r | 2660 | 5.1% |
| t | 2635 | 5.0% |
| s | 2517 | 4.8% |
| 2152 | 4.1% | |
| Other values (45) | 17877 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.8 KiB |
| US |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 11702 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | US |
|---|---|
| 2nd row | US |
| 3rd row | US |
| 4th row | US |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| US | 5851 |
Length
Pie chart
| Value | Count | Frequency (%) |
| us | 5851 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 5851 | |
| S | 5851 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 11702 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 5851 | |
| S | 5851 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11702 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 5851 | |
| S | 5851 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11702 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 5851 | |
| S | 5851 |
| Distinct | 294 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.69150573 |
| Minimum | 20 |
|---|---|
| Maximum | 1500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 45 |
| median | 69 |
| Q3 | 110 |
| 95-th percentile | 225 |
| Maximum | 1500 |
| Range | 1480 |
| Interquartile range (IQR) | 65 |
Descriptive statistics
| Standard deviation | 96.08092046 |
|---|---|
| Coefficient of variation (CV) | 1.025503003 |
| Kurtosis | 57.63689113 |
| Mean | 93.69150573 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 6.041697797 |
| Sum | 548189 |
| Variance | 9231.543277 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 162 | 2.8% |
| 45 | 142 | 2.4% |
| 49 | 135 | 2.3% |
| 40 | 129 | 2.2% |
| 50 | 119 | 2.0% |
| 30 | 116 | 2.0% |
| 39 | 114 | 1.9% |
| 55 | 109 | 1.9% |
| 99 | 109 | 1.9% |
| 79 | 103 | 1.8% |
| Other values (284) | 4613 |
| Value | Count | Frequency (%) |
| 20 | 11 | 0.2% |
| 21 | 4 | 0.1% |
| 22 | 5 | 0.1% |
| 23 | 6 | 0.1% |
| 24 | 13 | 0.2% |
| 25 | 46 | |
| 26 | 40 | |
| 27 | 34 | |
| 28 | 39 | |
| 29 | 65 |
| Value | Count | Frequency (%) |
| 1500 | 1 | < 0.1% |
| 1485 | 1 | < 0.1% |
| 1400 | 1 | < 0.1% |
| 1200 | 1 | < 0.1% |
| 1199 | 6 | |
| 999 | 5 | |
| 990 | 1 | < 0.1% |
| 899 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| 799 | 4 |
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.8 KiB |
| Tesla | |
|---|---|
| Toyota | |
| BMW | |
| Ford | |
| Chevrolet | |
| Other values (49) |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 6.144248846 |
| Min length | 3 |
Characters and Unicode
| Total characters | 35950 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Tesla |
|---|---|
| 2nd row | Tesla |
| 3rd row | Toyota |
| 4th row | Ford |
| 5th row | Chrysler |
Common Values
| Value | Count | Frequency (%) |
| Tesla | 598 | 10.2% |
| Toyota | 591 | 10.1% |
| BMW | 456 | 7.8% |
| Ford | 436 | 7.5% |
| Chevrolet | 431 | 7.4% |
| Mercedes-Benz | 342 | 5.8% |
| Nissan | 291 | 5.0% |
| Jeep | 279 | 4.8% |
| Honda | 257 | 4.4% |
| Porsche | 187 | 3.2% |
| Other values (44) | 1983 |
Length
| Value | Count | Frequency (%) |
| tesla | 598 | 10.0% |
| toyota | 591 | 9.9% |
| bmw | 456 | 7.6% |
| ford | 436 | 7.3% |
| chevrolet | 431 | 7.2% |
| mercedes-benz | 391 | 6.5% |
| nissan | 291 | 4.9% |
| jeep | 279 | 4.7% |
| honda | 257 | 4.3% |
| porsche | 187 | 3.1% |
| Other values (46) | 2056 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4496 | 12.5% |
| o | 3123 | 8.7% |
| a | 3069 | 8.5% |
| s | 2273 | 6.3% |
| r | 2045 | 5.7% |
| d | 1826 | 5.1% |
| n | 1526 | 4.2% |
| l | 1444 | 4.0% |
| i | 1265 | 3.5% |
| T | 1239 | 3.4% |
| Other values (37) | 13644 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 27792 | |
| Uppercase Letter | 7636 | 21.2% |
| Dash Punctuation | 400 | 1.1% |
| Space Separator | 122 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4496 | |
| o | 3123 | |
| a | 3069 | |
| s | 2273 | |
| r | 2045 | 7.4% |
| d | 1826 | 6.6% |
| n | 1526 | 5.5% |
| l | 1444 | 5.2% |
| i | 1265 | 4.6% |
| t | 1200 | 4.3% |
| Other values (14) | 5525 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 1239 | |
| M | 1125 | |
| B | 826 | |
| C | 598 | |
| F | 499 | 6.5% |
| W | 456 | 6.0% |
| H | 443 | 5.8% |
| N | 338 | 4.4% |
| J | 337 | 4.4% |
| A | 296 | 3.9% |
| Other values (11) | 1479 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 400 |
Space Separator
| Value | Count | Frequency (%) |
| 122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 35428 | |
| Common | 522 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4496 | 12.7% |
| o | 3123 | 8.8% |
| a | 3069 | 8.7% |
| s | 2273 | 6.4% |
| r | 2045 | 5.8% |
| d | 1826 | 5.2% |
| n | 1526 | 4.3% |
| l | 1444 | 4.1% |
| i | 1265 | 3.6% |
| T | 1239 | 3.5% |
| Other values (35) | 13122 |
Common
| Value | Count | Frequency (%) |
| - | 400 | |
| 122 | 23.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35950 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4496 | 12.5% |
| o | 3123 | 8.7% |
| a | 3069 | 8.5% |
| s | 2273 | 6.3% |
| r | 2045 | 5.7% |
| d | 1826 | 5.1% |
| n | 1526 | 4.2% |
| l | 1444 | 4.0% |
| i | 1265 | 3.5% |
| T | 1239 | 3.4% |
| Other values (37) | 13644 |
| Distinct | 526 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.8 KiB |
| Model 3 | 331 |
|---|---|
| Mustang | 151 |
| Model S | 130 |
| Wrangler | 123 |
| Model X | 114 |
| Other values (521) |
Length
| Max length | 23 |
|---|---|
| Median length | 7 |
| Mean length | 6.840369168 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40023 |
|---|---|
| Distinct characters | 63 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 145 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | Model X |
|---|---|
| 2nd row | Model X |
| 3rd row | Prius |
| 4th row | Mustang |
| 5th row | Sebring |
Common Values
| Value | Count | Frequency (%) |
| Model 3 | 331 | 5.7% |
| Mustang | 151 | 2.6% |
| Model S | 130 | 2.2% |
| Wrangler | 123 | 2.1% |
| Model X | 114 | 1.9% |
| C-Class | 109 | 1.9% |
| Corolla | 100 | 1.7% |
| 3 Series | 94 | 1.6% |
| Corvette | 78 | 1.3% |
| Camry | 77 | 1.3% |
| Other values (516) | 4544 |
Length
| Value | Count | Frequency (%) |
| model | 598 | 7.9% |
| 3 | 445 | 5.9% |
| series | 237 | 3.1% |
| wrangler | 172 | 2.3% |
| mustang | 152 | 2.0% |
| s | 131 | 1.7% |
| x | 114 | 1.5% |
| c-class | 109 | 1.4% |
| corolla | 105 | 1.4% |
| prius | 100 | 1.3% |
| Other values (473) | 5425 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3396 | 8.5% |
| a | 3387 | 8.5% |
| r | 2828 | 7.1% |
| o | 2338 | 5.8% |
| l | 2072 | 5.2% |
| s | 2030 | 5.1% |
| n | 1872 | 4.7% |
| 1737 | 4.3% | |
| i | 1642 | 4.1% |
| C | 1502 | 3.8% |
| Other values (53) | 17219 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 27090 | |
| Uppercase Letter | 8176 | 20.4% |
| Decimal Number | 2424 | 6.1% |
| Space Separator | 1737 | 4.3% |
| Dash Punctuation | 596 | 1.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1502 | |
| S | 1168 | |
| M | 982 | |
| R | 462 | 5.7% |
| X | 438 | 5.4% |
| E | 417 | 5.1% |
| A | 378 | 4.6% |
| G | 365 | 4.5% |
| F | 309 | 3.8% |
| T | 301 | 3.7% |
| Other values (16) | 1854 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3396 | |
| a | 3387 | |
| r | 2828 | |
| o | 2338 | |
| l | 2072 | |
| s | 2030 | |
| n | 1872 | 6.9% |
| i | 1642 | 6.1% |
| t | 1497 | 5.5% |
| d | 1174 | 4.3% |
| Other values (15) | 4854 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 599 | |
| 0 | 507 | |
| 5 | 403 | |
| 4 | 261 | |
| 1 | 224 | 9.2% |
| 2 | 106 | 4.4% |
| 8 | 96 | 4.0% |
| 6 | 95 | 3.9% |
| 7 | 86 | 3.5% |
| 9 | 47 | 1.9% |
Space Separator
| Value | Count | Frequency (%) |
| 1737 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 596 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 35266 | |
| Common | 4757 | 11.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3396 | 9.6% |
| a | 3387 | 9.6% |
| r | 2828 | 8.0% |
| o | 2338 | 6.6% |
| l | 2072 | 5.9% |
| s | 2030 | 5.8% |
| n | 1872 | 5.3% |
| i | 1642 | 4.7% |
| C | 1502 | 4.3% |
| t | 1497 | 4.2% |
| Other values (41) | 12702 |
Common
| Value | Count | Frequency (%) |
| 1737 | ||
| 3 | 599 | 12.6% |
| - | 596 | 12.5% |
| 0 | 507 | 10.7% |
| 5 | 403 | 8.5% |
| 4 | 261 | 5.5% |
| 1 | 224 | 4.7% |
| 2 | 106 | 2.2% |
| 8 | 96 | 2.0% |
| 6 | 95 | 2.0% |
| Other values (2) | 133 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40023 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3396 | 8.5% |
| a | 3387 | 8.5% |
| r | 2828 | 7.1% |
| o | 2338 | 5.8% |
| l | 2072 | 5.2% |
| s | 2030 | 5.1% |
| n | 1872 | 4.7% |
| 1737 | 4.3% | |
| i | 1642 | 4.1% |
| C | 1502 | 3.8% |
| Other values (53) | 17219 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.8 KiB |
| car | |
|---|---|
| suv | |
| minivan | 232 |
| truck | 191 |
| van | 55 |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.223893352 |
| Min length | 3 |
Characters and Unicode
| Total characters | 18863 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | suv |
|---|---|
| 2nd row | suv |
| 3rd row | car |
| 4th row | car |
| 5th row | car |
Common Values
| Value | Count | Frequency (%) |
| car | 3659 | |
| suv | 1714 | |
| minivan | 232 | 4.0% |
| truck | 191 | 3.3% |
| van | 55 | 0.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| car | 3659 | |
| suv | 1714 | |
| minivan | 232 | 4.0% |
| truck | 191 | 3.3% |
| van | 55 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3946 | |
| c | 3850 | |
| r | 3850 | |
| v | 2001 | |
| u | 1905 | |
| s | 1714 | |
| n | 519 | 2.8% |
| i | 464 | 2.5% |
| m | 232 | 1.2% |
| t | 191 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 18863 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3946 | |
| c | 3850 | |
| r | 3850 | |
| v | 2001 | |
| u | 1905 | |
| s | 1714 | |
| n | 519 | 2.8% |
| i | 464 | 2.5% |
| m | 232 | 1.2% |
| t | 191 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18863 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3946 | |
| c | 3850 | |
| r | 3850 | |
| v | 2001 | |
| u | 1905 | |
| s | 1714 | |
| n | 519 | 2.8% |
| i | 464 | 2.5% |
| m | 232 | 1.2% |
| t | 191 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18863 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3946 | |
| c | 3850 | |
| r | 3850 | |
| v | 2001 | |
| u | 1905 | |
| s | 1714 | |
| n | 519 | 2.8% |
| i | 464 | 2.5% |
| m | 232 | 1.2% |
| t | 191 | 1.0% |
vehicleyear
Real number (ℝ≥0)
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2015.340113 |
| Minimum | 1955 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 1955 |
|---|---|
| 5-th percentile | 2009 |
| Q1 | 2014 |
| median | 2016 |
| Q3 | 2018 |
| 95-th percentile | 2020 |
| Maximum | 2020 |
| Range | 65 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.050813478 |
|---|---|
| Coefficient of variation (CV) | 0.002009990002 |
| Kurtosis | 48.65109398 |
| Mean | 2015.340113 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -4.467397477 |
| Sum | 11791755 |
| Variance | 16.40908983 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2018 | 828 | |
| 2019 | 769 | |
| 2017 | 707 | |
| 2016 | 685 | |
| 2015 | 627 | |
| 2014 | 453 | |
| 2013 | 371 | |
| 2020 | 324 | 5.5% |
| 2012 | 291 | 5.0% |
| 2011 | 238 | 4.1% |
| Other values (24) | 558 |
| Value | Count | Frequency (%) |
| 1955 | 1 | |
| 1957 | 1 | |
| 1961 | 1 | |
| 1965 | 2 | |
| 1966 | 2 | |
| 1968 | 1 | |
| 1969 | 1 | |
| 1972 | 1 | |
| 1976 | 1 | |
| 1979 | 1 |
| Value | Count | Frequency (%) |
| 2020 | 324 | 5.5% |
| 2019 | 769 | |
| 2018 | 828 | |
| 2017 | 707 | |
| 2016 | 685 | |
| 2015 | 627 | |
| 2014 | 453 | |
| 2013 | 371 | |
| 2012 | 291 | 5.0% |
| 2011 | 238 | 4.1% |
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68543.64135 |
| Minimum | 48924.00312 |
|---|---|
| Maximum | 90668.42188 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 48924.00312 |
|---|---|
| 5-th percentile | 56271.95246 |
| Q1 | 60887.88983 |
| median | 65407.01043 |
| Q3 | 78126.7378 |
| 95-th percentile | 87689.6041 |
| Maximum | 90668.42188 |
| Range | 41744.41876 |
| Interquartile range (IQR) | 17238.84798 |
Descriptive statistics
| Standard deviation | 9066.102436 |
|---|---|
| Coefficient of variation (CV) | 0.1322675927 |
| Kurtosis | -0.7781630751 |
| Mean | 68543.64135 |
| Median Absolute Deviation (MAD) | 6725.204125 |
| Skewness | 0.4808441228 |
| Sum | 401048845.5 |
| Variance | 82194213.38 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 78126.7378 | 966 | |
| 60887.88983 | 836 | |
| 65407.01043 | 499 | 8.5% |
| 73322.82129 | 238 | 4.1% |
| 65684.12075 | 233 | 4.0% |
| 60354.3912 | 230 | 3.9% |
| 62578.07131 | 223 | 3.8% |
| 57750.10492 | 219 | 3.7% |
| 88657.64414 | 211 | 3.6% |
| 77859.58696 | 200 | 3.4% |
| Other values (36) | 1996 |
| Value | Count | Frequency (%) |
| 48924.00312 | 4 | 0.1% |
| 52060.36176 | 4 | 0.1% |
| 52291.99597 | 4 | 0.1% |
| 53612.92586 | 24 | 0.4% |
| 55121.33125 | 51 | |
| 55250.16298 | 29 | 0.5% |
| 55432.26419 | 37 | 0.6% |
| 55715.24837 | 48 | |
| 56211.44295 | 28 | 0.5% |
| 56271.95246 | 118 |
| Value | Count | Frequency (%) |
| 90668.42188 | 12 | 0.2% |
| 89227.21972 | 23 | 0.4% |
| 88657.64414 | 211 | 3.6% |
| 87689.6041 | 72 | 1.2% |
| 84878.68358 | 46 | 0.8% |
| 79401.74013 | 145 | 2.5% |
| 78126.7378 | 966 | |
| 77859.58696 | 200 | 3.4% |
| 77670.20952 | 45 | 0.8% |
| 76113.50382 | 5 | 0.1% |
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88652.61973 |
| Minimum | 52381.60588 |
|---|---|
| Maximum | 125685.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 52381.60588 |
|---|---|
| 5-th percentile | 68207.05664 |
| Q1 | 75203.75677 |
| median | 85856.51304 |
| Q3 | 100581.7329 |
| 95-th percentile | 113988.2321 |
| Maximum | 125685.83 |
| Range | 73304.22407 |
| Interquartile range (IQR) | 25377.97615 |
Descriptive statistics
| Standard deviation | 15009.00471 |
|---|---|
| Coefficient of variation (CV) | 0.1693013106 |
| Kurtosis | -0.3603325534 |
| Mean | 88652.61973 |
| Median Absolute Deviation (MAD) | 13656.40901 |
| Skewness | 0.40347098 |
| Sum | 518706478 |
| Variance | 225270222.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100581.7329 | 966 | |
| 75203.75677 | 836 | |
| 85856.51304 | 499 | 8.5% |
| 99512.92205 | 238 | 4.1% |
| 90228.09811 | 233 | 4.0% |
| 71669.21149 | 230 | 3.9% |
| 79373.54457 | 223 | 3.8% |
| 70692.51148 | 219 | 3.7% |
| 125685.83 | 211 | 3.6% |
| 95679.36232 | 200 | 3.4% |
| Other values (36) | 1996 |
| Value | Count | Frequency (%) |
| 52381.60588 | 4 | 0.1% |
| 57423.01246 | 4 | 0.1% |
| 59831.22505 | 37 | 0.6% |
| 61972.66667 | 51 | |
| 62771.24144 | 24 | 0.4% |
| 63566.33468 | 4 | 0.1% |
| 64374.3501 | 29 | 0.5% |
| 65054.75082 | 118 | |
| 66040.71338 | 13 | 0.2% |
| 68207.05664 | 48 |
| Value | Count | Frequency (%) |
| 125685.83 | 211 | 3.6% |
| 120557.3493 | 23 | 0.4% |
| 118008.0388 | 46 | 0.8% |
| 113988.2321 | 72 | 1.2% |
| 109378.0805 | 198 | 3.4% |
| 108911.6952 | 45 | 0.8% |
| 105751.9817 | 16 | 0.3% |
| 103971.8637 | 145 | 2.5% |
| 101146.0076 | 5 | 0.1% |
| 100581.7329 | 966 |
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48071.81197 |
| Minimum | 39858.7757 |
|---|---|
| Maximum | 62519.21875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.8 KiB |
Quantile statistics
| Minimum | 39858.7757 |
|---|---|
| 5-th percentile | 42670.00164 |
| Q1 | 44747.91321 |
| median | 46045.53391 |
| Q3 | 52302.68841 |
| 95-th percentile | 54828.65529 |
| Maximum | 62519.21875 |
| Range | 22660.44305 |
| Interquartile range (IQR) | 7554.775198 |
Descriptive statistics
| Standard deviation | 4386.390204 |
|---|---|
| Coefficient of variation (CV) | 0.09124661676 |
| Kurtosis | -0.6397604627 |
| Mean | 48071.81197 |
| Median Absolute Deviation (MAD) | 2717.886772 |
| Skewness | 0.6371134389 |
| Sum | 281268171.8 |
| Variance | 19240419.02 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53652.97896 | 966 | |
| 45366.67249 | 836 | |
| 46045.53391 | 499 | 8.5% |
| 49529.67681 | 238 | 4.1% |
| 44747.91321 | 233 | 4.0% |
| 44740.78484 | 230 | 3.9% |
| 43626.81686 | 223 | 3.8% |
| 43425.34208 | 219 | 3.7% |
| 57617.36261 | 211 | 3.6% |
| 52302.68841 | 200 | 3.4% |
| Other values (36) | 1996 |
| Value | Count | Frequency (%) |
| 39858.7757 | 4 | 0.1% |
| 40817.95882 | 4 | 0.1% |
| 41619.24857 | 49 | |
| 41725.63878 | 24 | 0.4% |
| 42072.82244 | 38 | |
| 42122.94631 | 28 | |
| 42184.15493 | 29 | |
| 42231.50403 | 4 | 0.1% |
| 42322.26458 | 51 | |
| 42550.54514 | 61 |
| Value | Count | Frequency (%) |
| 62519.21875 | 12 | 0.2% |
| 58260.86716 | 46 | 0.8% |
| 58091.32394 | 23 | 0.4% |
| 57617.36261 | 211 | 3.6% |
| 54828.65529 | 72 | 1.2% |
| 53652.97896 | 966 | |
| 52377 | 16 | 0.3% |
| 52302.68841 | 200 | 3.4% |
| 52030.84733 | 5 | 0.1% |
| 51760.06667 | 45 | 0.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| State_ab | fuelType | rating | renterTripsTaken | reviewCount | locationcity | locationcountry | ratedaily | vehiclemake | vehiclemodel | vehicletype | vehicleyear | Mean | Median | Stdev | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | WA | ELECTRIC | 5.00 | 13 | 12 | Seattle | US | 135 | Tesla | Model X | suv | 2019 | 74067.361919 | 99918.09157 | 49940.72093 |
| 1 | NM | ELECTRIC | 5.00 | 2 | 1 | Tijeras | US | 190 | Tesla | Model X | suv | 2018 | 57127.075000 | 82390.76250 | 43344.75000 |
| 2 | NM | HYBRID | 4.92 | 28 | 24 | Albuquerque | US | 35 | Toyota | Prius | car | 2012 | 57127.075000 | 82390.76250 | 43344.75000 |
| 3 | NM | GASOLINE | 5.00 | 21 | 20 | Albuquerque | US | 75 | Ford | Mustang | car | 2018 | 57127.075000 | 82390.76250 | 43344.75000 |
| 4 | NM | GASOLINE | 5.00 | 3 | 1 | Albuquerque | US | 47 | Chrysler | Sebring | car | 2010 | 57127.075000 | 82390.76250 | 43344.75000 |
| 5 | NM | GASOLINE | 5.00 | 13 | 12 | Albuquerque | US | 58 | Mercedes-Benz | GL-Class | suv | 2012 | 57127.075000 | 82390.76250 | 43344.75000 |
| 6 | NM | GASOLINE | 4.42 | 13 | 12 | Albuquerque | US | 42 | GMC | Yukon XL | suv | 2005 | 57127.075000 | 82390.76250 | 43344.75000 |
| 7 | NM | GASOLINE | 4.90 | 12 | 10 | Albuquerque | US | 117 | Ford | Expedition | suv | 2018 | 57127.075000 | 82390.76250 | 43344.75000 |
| 8 | NM | GASOLINE | 5.00 | 1 | 1 | Albuquerque | US | 102 | Ford | Focus RS | car | 2016 | 57127.075000 | 82390.76250 | 43344.75000 |
| 9 | NM | GASOLINE | 4.76 | 22 | 17 | Albuquerque | US | 49 | Ford | EcoSport | suv | 2018 | 57127.075000 | 82390.76250 | 43344.75000 |
Last rows
| State_ab | fuelType | rating | renterTripsTaken | reviewCount | locationcity | locationcountry | ratedaily | vehiclemake | vehiclemodel | vehicletype | vehicleyear | Mean | Median | Stdev | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5841 | HI | GASOLINE | NaN | 0 | 0 | Schofield Barracks | US | 165 | Land Rover | Range Rover Velar | suv | 2018 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5842 | HI | GASOLINE | 5.00 | 7 | 6 | Mililani | US | 51 | Acura | RDX | suv | 2008 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5843 | HI | GASOLINE | 5.00 | 3 | 3 | Waipahu | US | 69 | Ford | Transit Van | van | 2015 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5844 | HI | GASOLINE | 4.88 | 27 | 24 | Honolulu | US | 68 | Lexus | IS 250 C | car | 2011 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5845 | HI | GASOLINE | 5.00 | 2 | 2 | Mililani | US | 50 | Nissan | Rogue | suv | 2014 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5846 | HI | GASOLINE | 5.00 | 32 | 27 | Honolulu | US | 33 | Chevrolet | Cruze | car | 2017 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5847 | HI | HYBRID | 5.00 | 17 | 16 | Aiea | US | 49 | Lexus | HS 250h | car | 2010 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5848 | HI | GASOLINE | 4.94 | 18 | 17 | Kailua | US | 35 | smart | fortwo | car | 2013 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5849 | HI | GASOLINE | NaN | 1 | 0 | Waipahu | US | 77 | GMC | Savana | van | 2015 | 77859.586957 | 95679.362319 | 52302.688406 |
| 5850 | HI | GASOLINE | 5.00 | 16 | 14 | Kailua | US | 35 | smart | fortwo | car | 2013 | 77859.586957 | 95679.362319 | 52302.688406 |
Most frequently occurring
| State_ab | fuelType | rating | renterTripsTaken | reviewCount | locationcity | locationcountry | ratedaily | vehiclemake | vehiclemodel | vehicletype | vehicleyear | Mean | Median | Stdev | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | TX | GASOLINE | 5.00 | 4 | 3 | Bedford | US | 35 | Nissan | Sentra | car | 2019 | 65407.010435 | 85856.513043 | 46045.533913 | 3 |
| 0 | MN | GASOLINE | 4.88 | 13 | 8 | Bloomington | US | 39 | Ford | Escape | suv | 2012 | 71403.998440 | 88461.725429 | 49469.213729 | 2 |